Coding agentSoftware development

Agentless

Solve software defects through structured localization, repair, and patch validation.

Stars
2,080
Forks
235
License
MIT
Updated
Updated Jul 9, 2026

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Project overview

Agentless replaces a continuously interactive agent with a three-stage process: fault localization, candidate repair, and patch validation. It narrows an issue from files to classes or functions and then exact edit locations, samples several diff patches, and reranks them using regression and reproduction tests. The project mainly targets SWE-bench-style repair experiments and requires a Python 3.11 environment plus an OpenAI API key.

Repository facts

Primary language
Python
License
MIT
Repository updated
Jul 9, 2026
Default branch
main

Resource types

Coding agent

Use cases

Software development

Runtime

Local

Capabilities

Verification and evals

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